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Data Subscriptions

Our 13F subscription tracks quarterly position disclosures made by institutional investors as required by the SEC. The file contains the most recent disclosures made by each filer, whether it be from the last quarter or the quarter prior (as filers have a 45 day deadline after quarter end).


We curate our file daily, applying SEC updates and market data corrections. We also enhance the data with secondary calculations including percent of open interest by filer along with changes in positions quarter to quarter.


Subscription Delivery: Daily files Monday – Sunday (including U.S. Holidays) around 10pm U.S. Eastern


Data includes optionable symbols from https://www.sec.gov/divisions/investment/13flists.htm


Filers are not required to disclose positions on indexes, but ETFs are included (ex: SPY positions are reported, but not ^SPX)


See https://www.sec.gov/divisions/investment/13ffaq.htm for more detailed 13F information


File Layout: Specifications

Open-Close data is a volume summary file for trading activity on the C1 exchange. Available in 10-minute summary intervals or as an end-of-day summary, it aggregates and buckets the volume by origin (customer, professional customer, broker-dealer, and market maker), buying/selling, and opening/closing criteria. The customer and professional customer volume are further broken down into trade size buckets (fewer than 100 contracts, 100-199 contracts, greater than 199 contracts). Fields 10-17 will only be available in the end-of-day files and will not be populated in the 10-minute intervals. It contains all series in an underlying security's chain-if it has volume on C1. End-of-day data is delivered overnight after midnight U.S. Eastern, 10-minute files are delivered intraday a few minutes after each interval closes. For pricing, please see “LiveVol Fees” in the Cboe Exchange Fee Schedule.


To purchase historical data, please see Open-Close C1 Historical


Open-Close subscriptions are also available for: BZX, C2, and EDGX


The downloadable sample contains 2 files: 1 sample of the EOD format, 1 of the 10-minute

Open-Close data is a volume summary file for trading activity on the BZX exchange. Available in 10-minute summary intervals or as an end-of-day summary, it aggregates and buckets the volume by origin (customer, professional customer, broker-dealer, and market maker), buying/selling, and opening/closing criteria. The customer and professional customer volume are further broken down into trade size buckets (fewer than 100 contracts, 100-199 contracts, greater than 199 contracts). Fields 10-17 will only be available in the end-of-day files and will not be populated in the 10-minute intervals. It contains all series in an underlying security's chain-if it has volume on BZX. End-of-day data is delivered overnight after midnight U.S. Eastern, 10-minute files are delivered intraday a few minutes after each interval closes. For pricing, please see “LiveVol Fees” in the Exchange Fee Schedule.


To purchase historical data, please see Open-Close BZX Historical


Open-Close subscriptions are also available for: C1, C2, and EDGX


The downloadable sample contains 2 files: 1 sample of the EOD format, 1 of the 10-minute

Open-Close data is a volume summary file for trading activity on the C2 exchange. Available in 10-minute summary intervals or as an end-of-day summary, it aggregates and buckets the volume by origin (customer, professional customer, broker-dealer, and market maker), buying/selling, and opening/closing criteria. The customer and professional customer volume are further broken down into trade size buckets (fewer than 100 contracts, 100-199 contracts, greater than 199 contracts). Fields 10-17 will only be available in the end-of-day files and will not be populated in the 10-minute intervals. It contains all series in an underlying security's chain-if it has volume on C2. End-of-day data is delivered overnight after midnight U.S. Eastern, 10-minute files are delivered intraday a few minutes after each interval closes. For pricing, please see “LiveVol Fees” in the Exchange Fee Schedule.


To purchase historical data, please see Open-Close C2 Historical


Open-Close subscriptions are also available for: C1, BZX, and EDGX


The downloadable sample contains 2 files: 1 sample of the EOD format, 1 of the 10-minute

Open-Close data is a volume summary file for trading activity on the EDGX exchange. Available in 10-minute summary intervals or as an end-of-day summary, it aggregates and buckets the volume by origin (customer, professional customer, broker-dealer, and market maker), buying/selling, and opening/closing criteria. The customer and professional customer volume are further broken down into trade size buckets (fewer than 100 contracts, 100-199 contracts, greater than 199 contracts). Fields 10-17 will only be available in the end-of-day files and will not be populated in the 10-minute intervals. It contains all series in an underlying security's chain-if it has volume on EDGX. End-of-day data is delivered overnight after midnight U.S. Eastern, 10-minute files are delivered intraday a few minutes after each interval closes. For pricing, please see “LiveVol Fees” in the Exchange Fee Schedule.


To purchase historical data, please see Open-Close EDGX Historical


Open-Close subscriptions are also available for: C1, BZX, and C2


The downloadable sample contains 2 files: 1 sample of the EOD format, 1 of the 10-minute

Cboe Hanweck Borrow Intensity Indicators describe constant maturity synthetic lending rates derived from real-time option analytics. Borrow Intensity Indicators are a proprietary calculation based upon implied borrow, enhanced with machine learning using characteristics including relative liquidity and term in order to create constant maturities of 45, 60, 90, 180, and 360 days.


Borrow Intensity Indicators may enhance:

  • Equity trading strategies
    • Higher frequency and timeliness than equity risk model short interest factors
  • Securities lending price discovery
    • Informs on levels and trends in overnight stock-borrow loan rates, highlighting rising shorts or other conditions in the collateral market such as persistent mildly hard-to-borrow securities

Borrow Intensity Indicator Attributes:

  • Includes:
    • Securities underlying US listed options (approximately 4,000 symbols)
    • Raw and smoothed form
    • Confidence measures supporting interpretation for every observation
  • Availability:
    • Current: 20 minute intervals, intraday
    • Historical: Back to 2010 (Sold separately)
  • Granularity:
    • Milliseconds
  • Format:
    • CSV Files
  • Delivery Method:
    • SFTP

For the file specifications, please click here
For the methodology overview, please click here

If you would like to purchase a historical backfill of this data-set, please order it here: Borrow Intensity Indicators
Multicast PITCH provides a history of real-time depth of book quotations and execution information with nearly half the latency of TCP PITCH and 20% fewer PITCH events. This is achieved by using binary messages (PITCH 2.0).
The Cboe Europe Trades and Quotes Files are a historical record of the PITCH feed depth of book quotations and execution information. It is the most granular historical record offered on trade and quote level data on Cboe Europe.
CFE OHLC data is an end of day summary file that contains the volume traded, open interest, open, high, low and last sale price along with last bid and last ask of each futures contract obtained from the Cboe Futures Exchange (CFE).
Order Book data on cryptocurrencies such as Bitcoin and Ethereum recorded by Gemini, a digital asset exchange. The offering shows open orders at the beginning of the day, orders placed, filled, and canceled during the day and are distinguished by the Event Type field. A filter to only receive the Fill events is also available. Auction data is not included. The currency pair symbols are formatted as CCY1CCY2 where prices are in CCY2 and quantities are in CCY1, the following pairs are supported:

Currency Pair Quantity currency Price currency
BTCUSD BTC USD
ETHUSD ETH USD
ETHBTC ETH BTC
ZECUSD ZEC USD
ZECBTC ZEC BTC
ZECETH ZEC ETH